Title page

Preface

Contents

Models

Bridging the Gap Between Neural Network and Kernel Methods: Applications to Drug Discovery

Switching Neural Network: An Application to Regression Problems

A Group Selection Evolutionary Extreme Learning Machine Approach for Time-Variant Neural Networks

IPRA: Regressing Data with Independent Parameters

A Combinatoric Biclustering Algorithm

Learning Functional Linkage Networks with a Cost-Sensitive Approach

An Intraday Trading Model Based on Artificial Immune Systems

Iterative Algorithms for Detecting Mortality Trends in the Family of Lee Carter Models

Signal Processing

A Geometrically Constrained ICA Algorithm for Blind Separation in Convolutive Environments

A Pre-Filtering and Post-Filtering Approach to Blind Source Separation

Remarks About Wavelet Analysis in the EEG Artifacts Detection

Data Fusion with Entropic Priors

Application of Self Organizing Maps to Multi-Temporal and Multi-Spectral Satellite Images: Classification and Change Detection

Higher Order Based Image Deconvolution in Electromagnetic Non Destructive Evaluation of Metallic Materials

Applications

Context Analysis in microRNA Data: A Rosetta Stone Approach

Creating Long Gait Animation Sequences Through Reinforcement Learning

A Comparison Study for a Neural Network Based Embedded Appliance

ICA Based Algorithms for Flaw Classification in Pulsed Eddy Current Data: A Study

Soft Sensor Based on E-alphaNETs

A Neural Network Hybrid Recommender System

A Neural-Based Algorithm for Landslide Detection at Stromboli Volcano: Preliminary Results

Special Session "The Dynamics of Biological Networks"

Analysis of Attractor Distances in Random Boolean Networks

Cell Differentiation in Noisy Random Boolean Network

Dynamics and Storage Capacity of Neural Networks with Small-World Topology

An Introduction to Spectral Distances in Networks

A Study on Gene Regulatory Network Reconstruction and Simulation

The Influence of the Residence Time on the Dynamics of Catalytic Reaction Networks

Machine Learning and Personalized Modeling for Diagnosis of Acute GvHD: An Integrated Approach

Discovering Network Phenomena in the Epileptic Electroencephalography Through Permutation Entropy Mapping

Special Session COST 2102 - "Nonlinear Systems for Multimodal Human-Machine Interaction"

Multimodal Interaction: Methods and Applications for Joint Cooperation Between Humans and Cognitive Systems

Multichannel Cepstral Domain Feature Warping for Robust Speech Recognition

Template Protection for Security Enhancement of a Biometric Face Authentication System

The Cross-Modal and Cross-Cultural Processing of Affective Information

Multi-Modal Analysis of Decision Making in the Prisoner's Dilemma Game

Demonstration Based Policy Learning in a Reduced Driving Environment

Approximate Spreading Activation for Efficient Knowledge Retrieval from Large Datasets

Subject Index

Author Index